Planning Agricultural Water Resources System Associated With Fuzzy and Random Features1

Author(s):  
Y. P. Li ◽  
G. H. Huang
2019 ◽  
Vol 19 (7) ◽  
pp. 1899-1910 ◽  
Author(s):  
Dong Liu ◽  
Lei Xu ◽  
Qiang Fu ◽  
Mo Li ◽  
Muhammad Abrar Faiz

Abstract In order to solve the gap and accuracy in the analytical methods of the resilience of a regional agricultural water resources system, a suitable evaluation index system based on the optimal index model was introduced and applied to the 15 farms in the Jiansanjiang Administration of Heilongjiang Province of China. An improved support vector machine (SVM) was used to analyze the resilience level of each farm for the selected time period. The test results showed that the indicator optimization model had the advantage of eliminating redundant indicators and ensuring the maximum content of screening indicators. The indicator system reflected all original information by 34% of initial indicators. The results showed that the particle swarm optimization-support vector machine (PSO-SVM) model had higher accuracy for the evaluation of agricultural water resource resilience through the analysis of stability and reliability of each model. The spatial pattern of resilience over selected farms was generally characterized by ‘low in the southwest and high in the northeast’. The research achievements may provide technical and theoretical support for solving problems of index optimization and analysis methods of system resilience, and have an important theoretical and practical significance for promoting the sustainable development of regional agricultural water resources systems.


2013 ◽  
Vol 438-439 ◽  
pp. 1441-1445
Author(s):  
Xiao Fei Liu ◽  
Jian Xin Xu ◽  
Jing Sheng Sun ◽  
Liang Jun Fei ◽  
Ji Yang Zhang ◽  
...  

With the growth of population, shortage of water resources, natural disasters, climate change, serious shortage of land resources and the development of urbanization and industrialization and impacts of other unfavorable factors, China's grain security issue has become a focus of public concern. Through the Chinese population quantity analysis and forecast of 2020 and 2030 the total demand of grain, comparison between total demand and current level of food production, China's grain problem is facing tremendous pressure. Water conservancy is the lifeline of agriculture and irrigation has great potential for grain production guarantee. Results for food safety in China made the following responses: First, the rational use of water resources, improve the efficiency of irrigation and grain yield per unit area. Second, multiple sectors such as agriculture, meteorology, soil, make a good combination of multiple disciplines for food security. Third, increase the peasants' production enthusiasm. Last, scientific and technological progress is the guarantee of grain production. In General, the issue of food security is national security, social stability, a top priority. The combination of our country's water resources crisis, limited rational development of agricultural water resources, improve the efficiency of irrigation, which will provide a guarantee for China agricultural water crisis, alleviating the shortage of water resources and increasing food safety assurance.


2007 ◽  
Vol 6 (1) ◽  
pp. 11-16 ◽  
Author(s):  
Bu-chun LIU ◽  
Xu-rong MEI ◽  
Yu-zhong LI ◽  
You-lu YANG

Sign in / Sign up

Export Citation Format

Share Document